#semantic-versioning

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#generative-ai #cicd #release-management #monkey-patching #wrapt #application-performance-monitoring
DevOps
fromTechzine Global
1 day ago

JFrog brings order back to a software supply chain under AI pressure

AI-driven development drastically increases release velocity, overwhelming traditional CI/CD and versioning; semantic, metadata-rich release systems like Fly aim to restore manageable delivery at scale.
fromGrahamdumpleton
1 month ago

Detecting object wrappers - Graham Dumpleton

The best example of this and the reason that wrapt was created in the first place, is to instrument existing Python code to collect metrics about its performance when run in production. Since one cannot expect a customer for an application performance monitoring (APM) service to modify their code, as well as code of the third party dependencies they may use, transparently reaching in and monkey patching code at runtime is the best one can do.
Python
Software development
fromHackernoon
6 months ago

How TensorFlow Handles Backward Compatibility Across Versions | HackerNoon

Semantic Versioning 2.0 is followed for TensorFlow, indicating compatibility levels defined by MAJOR, MINOR, and PATCH changes.
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